Identification of the regulatory networks and hub genes controlling alfalfa floral pigmentation variation using RNA-sequencing analysis

被引:30
作者
Duan, Hui-Rong [1 ]
Wang, Li-Rong [2 ]
Cui, Guang-Xin [1 ]
Zhou, Xue-Hui [1 ]
Duan, Xiao-Rong [3 ]
Yang, Hong-Shan [1 ]
机构
[1] Chinese Acad Agr Sci, Lanzhou Inst Husb & Pharmaceut Sci, Lanzhou, Peoples R China
[2] Qinghai Nationalities Univ, Coll Ecol Environm & Resources, Xining, Peoples R China
[3] State Grid Corp China, Shanxi Elect Power Res Inst, Taiyuan, Peoples R China
基金
中国国家自然科学基金;
关键词
PacBio Iso-Seq; Transcriptome; Floral pigmentation; Alfalfa; Cream color; Hub gene; FLOWER COLOR; BIOSYNTHETIC-PATHWAY; METABOLITE ANALYSIS; FRUIT COLOR; TRANSCRIPTOME; MEDICAGO; ANTHOCYANINS; ACCUMULATION; COMPETITION; MODULATION;
D O I
10.1186/s12870-020-2322-9
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Background To understand the gene expression networks controlling flower color formation in alfalfa, flowers anthocyanins were identified using two materials with contrasting flower colors, namely Defu and Zhongtian No. 3, and transcriptome analyses of PacBio full-length sequencing combined with RNA sequencing were performed, across four flower developmental stages. Results Malvidin and petunidin glycoside derivatives were the major anthocyanins in the flowers of Defu, which were lacking in the flowers of Zhongtian No. 3. The two transcriptomic datasets provided a comprehensive and systems-level view on the dynamic gene expression networks underpinning alfalfa flower color formation. By weighted gene coexpression network analyses, we identified candidate genes and hub genes from the modules closely related to floral developmental stages. PAL, 4CL, CHS, CHR, F3'H, DFR, and UFGT were enriched in the important modules. Additionally, PAL6, PAL9, 4CL18, CHS2, 4 and 8 were identified as hub genes. Thus, a hypothesis explaining the lack of purple color in the flower of Zhongtian No. 3 was proposed. Conclusions These analyses identified a large number of potential key regulators controlling flower color pigmentation, thereby providing new insights into the molecular networks underlying alfalfa flower development.
引用
收藏
页数:17
相关论文
共 58 条
  • [1] Molecular phylogenetic approach for studying life-history evolution:: the ambiguous example of the genus Medicago L.
    Bena, G
    Lejeune, B
    Prosperi, JM
    Olivieri, I
    [J]. PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 1998, 265 (1401) : 1141 - 1151
  • [2] Structural elucidation of chalcone reductase and implications for deoxychalcone biosynthesis
    Bomati, EK
    Austin, MB
    Bowman, ME
    Dixon, RA
    Noel, JP
    [J]. JOURNAL OF BIOLOGICAL CHEMISTRY, 2005, 280 (34) : 30496 - 30503
  • [3] BUKER R. J., 1961, CROP SCI, V1, P437, DOI 10.2135/cropsci1961.0011183X000100060017x
  • [4] Secondary Metabolites of Micromycetes in Plants of the Family Fabaceae Genera Galega, Glycyrrhiza, Lupinus, Medicago, and Melilotus
    Burkin, A. A.
    Kononenko, G. P.
    [J]. BIOLOGY BULLETIN, 2018, 45 (03) : 235 - 241
  • [5] Transcriptome and Biochemical Analysis of a Flower Color Polymorphism in Silene littorea (Caryophyllaceae)
    Casimiro-Soriguer, Ines
    Narbona, Eduardo
    Buide, M. L.
    del Valle, Jose C.
    Whittall, Justen B.
    [J]. FRONTIERS IN PLANT SCIENCE, 2016, 7
  • [6] Castonguay Y., 2015, American Journal of Plant Sciences, V6, P132, DOI 10.4236/ajps.2015.61015
  • [7] The developmental dynamics of the Populus stem transcriptome
    Chao, Qing
    Gao, Zhi-Fang
    Zhang, Dong
    Zhao, Biligen-Gaowa
    Dong, Feng-Qin
    Fu, Chun-Xiang
    Liu, Li-Jun
    Wang, Bai-Chen
    [J]. PLANT BIOTECHNOLOGY JOURNAL, 2019, 17 (01) : 206 - 219
  • [8] De novo transcriptome assembly, gene expressions and metabolites for flower color variation of two garden species in Brassicaceae
    Chen, Daozong
    Liu, Yi
    Pan, Qi
    Li, FengFeng
    Zhang, Qinghua
    Ge, Xianhong
    Li, Zaiyun
    [J]. SCIENTIA HORTICULTURAE, 2018, 240 : 592 - 602
  • [9] A systems approach to identifying correlated gene targets for the loss of colour pigmentation in plants
    Clark, Sangaalofa T.
    Verwoerd, Wynand S.
    [J]. BMC BIOINFORMATICS, 2011, 12
  • [10] COOPER R. L., 1964, CROP SCI, V4, P367, DOI 10.2135/cropsci1964.0011183X000400040009x